The flowers were the wrong color. Sarah knew it instantly. She'd described the exact shade of the roses she liked to John, her boyfriend of six months, and the bouquet he’d brought was… different. He'd seemed so excited, talking about the "beautiful blooms." Then, she noticed the woman with him at the park. They were holding hands.

She managed a weak smile, but inside, a coldness settled. Her throat constricted. The park’s vibrant colors seemed to fade, replaced by a dull, muted haze. She felt a strange buzzing in her head, and her palms were damp.

She wanted to scream, to lash out, but she couldn’t. She stood frozen, the flowers clutched in her hand, feeling utterly exposed and alone.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256